| 2025 | MODELS | Modeling the MoM 2025 Satellite Configuration Challenge with Vitruvius. | Benedikt Jutz, Thomas Weber, Arne Lange, Razieh Dehghani, Bowen Jiang, Martin Armbruster, Kevin Feichtinger, Nathan Hagel, Minakshi Kaushik, Lars Knig, Manar Mazkatli, Muhammad Asim Minhas, Dirk Neumann, Erik Burger, Anne Koziolek, Ralf Reussner |
| 2025 | SPLC | Towards Consistency Preservation for Multi-Domain Variability Modeling. | Dirk Neumann, Tobias Pett, Ina Schaefer |
| 2024 | MODELS | Modeling Languages for Automotive Digital Twins: A Survey Among the German Automotive Industry. | Jrme Pfeiffer, Dominik Fuch, Thomas Khn, Robin Liebhart, Dirk Neumann, Christer Neimck, Christian Seiler, Anne Koziolek, Andreas Wortmann |
| 2022 | WI | Information Overload in Processing Consumer Reviews: The Role of Argumentation Changes. | Florian Popp, Bernhard Lutz, Dirk Neumann |
| 2019 | ICIS | The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews. | Bernhard Lutz, Nicolas Prllochs, Dirk Neumann |
| 2019 | NAACL | Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach. | Nicolas Prllochs, Stefan Feuerriegel, Dirk Neumann |
| 2018 | GECCO | A sentiment analysis-based machine learning approach for financial market prediction via news disclosures. | Raymond Chiong, Zongwen Fan, Zhongyi Hu, Marc T. P. Adam, Bernhard Lutz, Dirk Neumann |
| 2018 | ICIS | Understanding the Role of Two-Sided Argumentation in Online Consumer Reviews: A Language-Based Perspective. | Bernhard Lutz, Nicolas Prllochs, Dirk Neumann |
| 2018 | IJCAI | Transfer Learning versus Multiagent Learning regarding Distributed Decision-Making in Highway Traffic. | Mark Schutera, Niklas Goby, Dirk Neumann, Markus Reischl |
| 2017 | WI | Setting the Right Tone: How Data Science Enables Investor Communication to Choose the Right Language. | Simon Jonas Alfano, Nicolas Prllochs, Joscha Mrkle-Huss, Stefan Feuerriegel, Dirk Neumann |
| 2017 | WI | Understanding Consumer Behavior in Electronic Commerce with Image Sentiment. | Christof Naumzik, Stefan Feuerriegel, Dirk Neumann |
| 2016 | ICIS | Bringing Analytics into Practice: Evidence from the Power Sector. | Gunther Gust, Christoph M. Flath, Tobias Brandt, Philipp Strhle, Dirk Neumann |
| 2016 | ICIS | Is Human Information Processing Affected by Emotional Content? Understanding The Role of Facts and Emotions in the Stock Market. | Nicolas Prllochs, Stefan Feuerriegel, Dirk Neumann |
| 2016 | ICIS | Sharing is Caring - Understanding the Relationship Between the Sharing Economy and Sustainable Mobility. | Christoph Willing, Tobias Brandt, Dirk Neumann |
| 2015 | ICIS | Information Processing of Foreign Exchange News: Extending the Overshooting Model to Include Qualitative Information from News Sentiment. | Stefan Feuerriegel, Georg Wolff, Dirk Neumann |
| 2015 | ICIS | Data Analytics for Location-Based Services: Enabling User-Based Relocation of Carsharing Vehicles. | Sebastian Wagner, Christoph Willing, Tobias Brandt, Dirk Neumann |
| 2014 | ICIS | The Emergence of Intra-Organizational Communities of Operations: Evidence from the Software Industry. | Arne Beckhaus, Dirk Neumann, Lars M. Karg |
| 2014 | ICIS | Crime Mapping through Geo-Spatial Social Media Activity. | Johannes Bendler, Antal Ratku, Dirk Neumann |
| 2014 | ICIS | Long- and Short-Term Impact of News Messages on House Prices: A Comparative Study of Spain and the United States. | Jan-Otto Jandl, Stefan Feuerriegel, Dirk Neumann |
| 2014 | ICIS | In Free-Float: How Decision Analytics Paves the Way for the Carsharing Revolution. | Sebastian Wagner, Tobias Brandt, Marc Kleinknecht, Dirk Neumann |
| 2013 | ICIS | Cost-Aware On-Demand Resource Provisioning in Clouds. | Johannes Bendler, Dirk Neumann |
| 2013 | ICIS | Shaping a Sustainable Society: How Information Systems Utilize Hidden Synergies between Green Technologies. | Tobias Brandt, Stefan Feuerriegel, Dirk Neumann |
| 2013 | ICIS | News or Noise? How News Drives Commodity Prices. | Stefan Feuerriegel, Dirk Neumann |
| 2013 | ICIS | Optimal location of charging stations in smart cities: A points of interest based approach. | Sebastian Wagner, Markus Gtzinger, Dirk Neumann |
| 2012 | ICIS | Road to 2020: IS-Supported Business Models for Electric Mobility and Electrical Energy Markets. | Tobias Brandt, Sebastian Wagner, Dirk Neumann |
| 2012 | ICIS | Reducing Price Uncertainty through Demand Side Management. | Stefan Feuerriegel, Jens Strker, Dirk Neumann |
| 2012 | ICIS | Efficient and Flexible Management of Enterprise Information Systems. | Markus Hedwig, Simon Malkowski, Dirk Neumann |
| 2012 | ICIS | Information Processing in Electronic Markets: Measuring Subjective Interpretation Using Sentiment Analysis. | Michael Liebmann, Michael Hagenau, Dirk Neumann |
| 2012 | ICIS | Towards an Oil Crisis Early Warning System based on Absolute News Volume. | Felix Wex, Natascha Widder, Markus Hedwig, Michael Liebmann, Dirk Neumann |
| 2011 | IC3K | Impact of Feature Selection and Feature Types on Financial Stock Price Prediction. | Michael Hagenau, Michael Liebmann, Dirk Neumann |
| 2011 | ICIS | Strategic Decision Support for Smart-Leasing Infrastructure-as-a-Service. | Christian Bodenstein, Markus Hedwig, Dirk Neumann |
| 2011 | ICIS | Dynamic Service Level Agreement Management for Efficient Operation of Elastic Information Systems. | Markus Hedwig, Simon Malkowski, Dirk Neumann |
| 2010 | ICIS | Towards Autonomic Cost-Aware Allocation of Cloud Resources. | Markus Hedwig, Simon Malkowski, Dirk Neumann |
| 2010 | SIGGRAPH | Image retrieval using collaborative filtering and visual navigation. | Kai Uwe Barthel, Sebastian Mller, David Backstein, Dirk Neumann, Klaus Jung |
| 2010 | SAC | CloudXplor: a tool for configuration planning in clouds based on empirical data. | Simon Malkowski, Markus Hedwig, Deepal Jayasinghe, Calton Pu, Dirk Neumann |
| 2009 | ICIS | Taming Energy Costs of Large Enterprise Systems Through Adaptive Provisioning. | Markus Hedwig, Simon Malkowski, Dirk Neumann |
| 2009 | ICIS | Serious Gaming for the Evaluation of Market Mechanisms. | Fabian Lang, Tim Pschel, Dirk Neumann |
| 2009 | ICIS | Management of Cloud Infastructures: Policy-Based Revenue Optimization. | Tim Pschel, Dirk Neumann |
| 2009 | ICSoft | A Decision Support Scheme for Software Process Improvement Prioritization. | Arne Beckhaus, Lars M. Karg, Christian A. Graf, Michael Grottke, Dirk Neumann |
| 2009 | ICSoft | Prioritization of Software Process Improvements - A COQUALMO-based Case Study and Derived Decision Support Scheme. | Arne Beckhaus, Lars M. Karg, Christian A. Graf, Michael Grottke, Dirk Neumann |
| 2007 | CCGRID | Token Exchange System as incentive mechanism for e-Science Grid. | Arun Anandasivam, Dirk Neumann |
| 2007 | WISE | Economically Enhanced Resource Management for Internet Service Utilities. | Tim Pschel, Nikolay Borissov, Mario Macas, Dirk Neumann, Jordi Guitart, Jordi Torres |
| 2006 | EDOC | Using Blueprints for Engineering Electronic Market Services. | Dirk Neumann, Carsten Holtmann, Christof Weinhardt |
| 2006 | ICANN | Development of a Neural Net-Based, Personalized Secure Communication Link. | Dirk Neumann, Rolf Eckmiller, Oliver Baruth |
| 2006 | IJCNN | On Human Factors for Interactive Man-Machine Vision: Requirements of the Neural Visual System to transform Objects into Percepts. | Rolf Eckmiller, Oliver Baruth, Dirk Neumann |
| 2006 | ISCAS | Robust front-end design for ultra wideband systems. | Dirk Neumann, Michael W. Hoffman, Sina Balkir |
| 2005 | SIGCOMM | An asynchronous and secure ascending peer-to-peer auction. | Daniel Rolli, Michael Conrad, Dirk Neumann, Christoph Sorge |
| 2004 | FORTE | A Minimal Market Model in Ephemeral Markets. | Daniel Rolli, Dirk Neumann, Christof Weinhardt |
| 2004 | ICONIP | Neural Information Processing Efforts to Restore Vision in the Blind. | Rolf Eckmiller, Oliver Baruth, Dirk Neumann |
| 2004 | IJCNN | Concerning the mapping of ambiguous retinal output vectors onto unambiguous visual percepts. | Rolf Eckmiller, Dirk Neumann, Oliver Baruth |
| 2003 | IJCNN | Retina encoder tuning and data encryption for learning retina implants. | Oliver Baruth, Rolf Eckmiller, Dirk Neumann |